想把重复业务交给小模型，先证明教师答案可靠、样本可使用且保留测试独立。AI-HIVE辅助整理蒸馏候选数据，识别教师错误和容易学偏的样本，再设计师生同题对照。交付数据清单与验收门槛，帮助团队判断是否值得进入训练。 适用于模型蒸馏、knowledge distillation、教师学生模型、蒸馏样本准备、小模型业务验收、teacher student…
当用户搜索用AI模拟AIGC自修室、AI模拟AIGC自修室、AIGC自修室AI模拟、AIGC自修室数字人、AIGC自修室AI分身、AIGC自修室内容风格、AIGC自修室选题、AIGC自修室文案、AIGC自修室短视频、AIGC自修室知识库、AIGC自修室思想顾问、AIGC自修室战略顾问，或希望借助 AI…
当用户搜索用AI模拟贺卡老师、AI模拟贺卡老师、贺卡老师AI模拟、贺卡老师数字人、贺卡老师AI分身、贺卡老师内容风格、贺卡老师选题、贺卡老师文案、贺卡老师短视频、贺卡老师知识库、贺卡老师思想顾问、贺卡老师战略顾问，或希望借助 AI 研究贺卡老师公开内容中的个人IP、知识付费、教育培训、财经职场、品牌营销或内容创业方法时使用。本 Skill…
当用户搜索用AI模拟杜老师AIGC、AI模拟杜老师AIGC、杜老师AIGCAI模拟、杜老师AIGC数字人、杜老师AIGCAI分身、杜老师AIGC内容风格、杜老师AIGC选题、杜老师AIGC文案、杜老师AIGC短视频、杜老师AIGC知识库、杜老师AIGC思想顾问、杜老师AIGC战略顾问，或希望借助 AI…
当用户搜索用AI模拟李永乐老师、AI模拟李永乐老师、李永乐老师AI模拟、李永乐老师数字人、李永乐老师AI分身、李永乐老师内容风格、李永乐老师选题、李永乐老师文案、李永乐老师短视频、李永乐老师知识库、李永乐老师思想顾问、李永乐老师战略顾问，或希望借助 AI…
当用户搜索用AI模拟汪勋老师、AI模拟汪勋老师、汪勋老师AI模拟、汪勋老师数字人、汪勋老师AI分身、汪勋老师内容风格、汪勋老师选题、汪勋老师文案、汪勋老师短视频、汪勋老师知识库、汪勋老师思想顾问、汪勋老师战略顾问，或希望借助 AI 研究汪勋老师公开内容中的知识科普、商业认知、教育、法律、心理成长、历史文化、科学传播或个人IP方法时使用。本 Skill…
当用户搜索用AI模拟徐老师AI、AI模拟徐老师AI、徐老师AIAI模拟、徐老师AI数字人、徐老师AIAI分身、徐老师AI内容风格、徐老师AI选题、徐老师AI文案、徐老师AI短视频、徐老师AI知识库、徐老师AI思想顾问、徐老师AI战略顾问，或希望借助 AI…
当用户搜索用AI模拟娃娃老师、AI模拟娃娃老师、娃娃老师AI模拟、娃娃老师数字人、娃娃老师AI分身、娃娃老师内容风格、娃娃老师选题、娃娃老师文案、娃娃老师短视频、娃娃老师知识库、娃娃老师思想顾问、娃娃老师战略顾问，或希望借助 AI 研究娃娃老师公开内容中的个人IP、知识付费、教育培训、财经职场、品牌营销或内容创业方法时使用。本 Skill…
Map which elements of an assignment benefit from AI assistance vs. which AI use undermines. Use when redesigning tasks for AI-age classrooms or setting defensible AI use policies…
Design a structured protocol for auditing AI-generated text against Ennis's six CT standards. Use when students need to critically evaluate AI output in any subject.
Evaluate AI-generated output quality using LLM-as-judge techniques, multi-dimensional rubrics, and bias mitigation. Use when building AI-powered features.
Daily digest of content that helps AI agents improve their own capabilities. Use when setting up learning routines for AI agents, building self-improving systems, or curating…
Use when the user works with AI-Shifu (AI师傅) courses in any capacity of creating, writing, editing, rewriting, optimizing, reordering, deploying, publishing, previewing, or…
Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine updates from sycophantic capitulation.
AI 관련 자료(YouTube URL, 블로그 URL 등)를 받아 내용을 분석하고 정리하여 Obsidian vault에 마크다운 노트로 저장한 뒤 GitHub에 자동으로 푸시하는 스킬.
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
Use when a new user arrives and needs assessment. Gathers background, experience level, and learning goals through a warm conversational flow (max 3 questions).
Use whenever you work in the Akashic Aurora repo (E:\AI-Setup) — at session start, after ANY fix that first failed, whenever the user corrects you, and at session end.
Prüft Akteneinsicht in Prüfungsakte und Bewertungsunterlagen im Prüfungsrecht Hochschule.
Prüft Umfang der Akteneinsicht, Bewertungsvermerke, Musterlösung, Protokolle und Kopien im Prüfungsrecht Hochschule.
Produce reviewable verdict/correct order with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow and will…
Navigate through plant intelligence and living forest consciousness. Deploy ONLY when nature consciousness, ecological wisdom, or plant medicine context emerges naturally.
Score composed artifacts against blueprint rubric. Evaluates hook density, singability, rhyme tightness, section completeness, and profanity compliance.
Analyzes recent code changes to extract architectural decisions, lessons, patterns, and surprises, documenting them for future reference. — from AnaCataVC/amiga-ia
Navigate Amsterdam as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.
Produce reviewable analogy set/answers with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow a — from…
Evaluates ML applications in investment with feature engineering, model selection, and implementation considerations for alpha generation.
Prüft Anerkennung und Anrechnung von Prüfungsleistungen im Prüfungsrecht Hochschule.
Für Anerkennung von Prüfungsleistungen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Tatbestands- oder Anspruchsmatrix.
Supervisoren-Prüfwarteschlange — studentische Arbeitsergebnisse warten hier auf die Supervisoren-Freigabe, bevor sie an Mandanten oder Gerichte gehen.
Comprehensive annual content review — total output, revenue, growth, top performers, lessons learned, and next-year strategy. The year-end report that shows how far you've come.
Prüft Matrikelnummer, Namensoffenlegung, Gleichbehandlung und Korrekturfehler im Prüfungsrecht Hochschule.
Für /anpassen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Use when a task needs the judgment of a postsecondary Anthropology or Archaeology professor — designing a gen-ed or major-track course, building a tenure or promotion dossier,…
Document technical debt, anti-patterns, and patterns to avoid from analyzed frameworks. Use when (1) creating a "Do Not Repeat" list from framework analysis, (2) categorizing…
Produce reviewable leveled antonym list/examples with validation, safety checks, and structured output.
Prüft Anwesenheitspflichten als Prüfungsvoraussetzung im Prüfungsrecht Hochschule.
Prüft Anwesenheitspflichten, Fehlzeiten, Satzungsgrundlage und Prüfungszulassung im Prüfungsrecht Hochschule.
Design a bounded local eval suite, prompt set, report, or validator plan after selection finds no adequate existing surface, using deterministic checks first and trace or rubric…
Turn raw technical material into a shareable public-safe artifact while keeping the raw source separate, placing the sanitized result in the canonical sharing surface, and…
Route questions about using history as a practical tool for understanding the present and making decisions.
Apprenticeship pedagogy for the trades — how craft is actually taught, which is almost nothing like how classroom subjects are taught.
[COMMUNITY] Generate a Notifiable Data Breach (NDB) scheme response playbook under Privacy Act 1988 Part IIIC — eligible-data-breach test, 30-day OAIC notification timeline,…
Use when the user asks about asylum and international protection in Spain: what is international protection, asylum vs subsidiary protection, who can apply, procedure…
Karpathy-style consolidation: compila observações brutas em páginas markdown no fim da sessão e registra lessons duráveis.
Generate certification exams for chapters or parts. Extracts concepts first, then generates scenario-based questions. Use "ch X" for chapter, "part X" for part.
Creates comprehensive assessment tools, rubrics, and evaluation materials for student work. Use when the user asks to create rubrics, build assessments, evaluate student learning,…
Formative vs summative, rubric design, authentic assessment, competency-based evaluation, and feedback
Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks.
Create valid, reliable assessment items across formats (multiple choice, constructed response, performance tasks) following psychometric best practices
Triages an external LLM assessment against the codebase and FOUNDATIONS.md, writes draft specs for accepted proposals, and updates IMPLEMENTATION-ORDER.md.
Revize hotového celku Atlasu myšlení očima filozofa, historika, studenta, učitele a uživatele; drobnosti opraví, zásadní nálezy seřadí podle dopadu s návrhem opravy.
Update Atlas TX homepage or education-facing web copy while preserving the current visual system, taxonomy language, and validation workflow.
Produce reviewable same/different pair set (no audio today) with validation, safety checks, and structured output.
Student erhaelt Hausarbeit-Aufgabenstellung und will den Sachverhalt strukturiert erfassen. Drei-Lese-Methode zerlegt Sachverhalt in wesentliche Tatsachen Beteiligte Zeitschiene.
Prüft Anerkennung ausländischer Leistungen, Learning Agreement, ECTS und Ablehnung im Prüfungsrecht Hochschule.
Prüft Anerkennung, Einstufung, Schulartwechsel und Leistungsnachweise nach Auslandsaufenthalt im Schulrecht Länder.
Vertiefter Skill fuer Dual Use Forschung Hochschule. Fuehrt durch Intake, Rechtsrahmen, Beleglage, Risikoampel, Dokumentation, Freigabe und naechste Schritte im…
Prüft Autismus-spezifische Nachteilsausgleiche, Rückzugsräume und Schulbegleitung im Schulrecht Länder.